Inputs

Nowcast and Forecast Maps

Random Forest Nowcast and Forecast

Boosted Trees Nowcast and Forecast

Maxnet Trees Nowcast and Forecast

GAM Nowcast and Forecast

GLM Nowcast and Forecast

Metrics

Metrics by model type
model_type accuracy roc_auc boyce_cont brier_class tss_max
rf 0.9581028 0.9968766 0.8941640 0.0359760 0.9734777
bt 0.7723320 0.7135898 0.9525111 0.1791788 0.3914502
maxnet 0.6173913 0.7296996 0.9590535 0.2425558 0.3708414
gam 0.7889328 0.7561334 0.9493469 0.1488880 0.3866959
glm 0.7644269 0.6927222 0.7416530 0.1617688 0.3599219

Variable Importance

Partial Dependence